Iran's Political Stance toward Yemen's Ansar Allah Movement: A Constructivist-Based Study
Bibliographic record
Abstract
In recent years, the role of non-state political groups, particularly in the Middle East has become more prominent. Islamic Republic of Iran has to have a policy toward such groups. One of these groups is Yemen's Ansar Allah who, after the outbreak of protests in the country since 2011, has had a high and effective role in the political arena of Yemen. In this study, based on Constructivist theory of international relations, we attempted to answer this fundamental question that “what is the strategy of Islamic Republic of Iran toward Yemen's Ansar Allah?” Islamic Republic of Iran with regard to the definition of their identity and perceptions of the structure of the international system and the behavior of important regional and international actors as well as their opinions about Ansar Allah Movement as a Shiite, popular, anti-Israel, anti-American, and anti- Saudi group aligned with the values and principles of Islamic Republic System, has taken a supportive stance. Iran's support for Yemen's Ansar Allah is political, diplomatic, media and if possible, material supports (e.g. sending foods and medicine).
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.008 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.004 | 0.006 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.002 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".